Disc-Emojify 🤖

An LSTM Model that Converts Text-to-Emojis Integrated into a Discord Bot! 🧑‍💻

This project is my first attempt at a recurrent neural network (RNN). This was created for my project and portfolio IV class at Full Sail University. Project scope was one month.

Model's Features 📋

• Tokenized Descriptions
• Padded Sequences
• Scikit-Learn train_test_split
• TensorFlow Keras Model
• Adam Optimizer
• Trained On Over 700 Emojis

Model's Layers ⚙️

• Embedding for Input
• Long Short-Term Memory (LSTM) with 128 units
• Long Short-Term Memory (LSTM) with 56 units
• Dense for Output using Softmax Activiation

Bot's Features 🗂️

• Locally Hosted
• Command Event Handling
• On_Message Event Handling

Respond Command 📢

Replace Command ✍️

React Command 🏷️

Project Portfolio 🖥️

Disc-Emojify Portfolio Link